adoption

"高频使用与信任崩塌同时发生，又恨又离不开AI，这种拧巴情绪，正在美国Z世代里蔓延。"

"Management and DX promotion leaders easily find themselves caught in a bind due to the temperature gap between top-down directives and the reality of the frontline."

"Employees, being told to work alongside AI, are forced to learn about it on their own."

"SWE-bench (real GitHub bugs): AI went from 60% to ~100% in ONE year."

"Stanford AI Index 2026 says AI is improving quickly across science, coding, reasoning, and adoption, but the systems are becoming more resource-intensive, less transparent, and more disruptive to younger workers."

"Half of all employees now use AI at work at least a few times each year, Gallup reported on Monday."

"If coding time is significantly reduced, engineers will inevitably encroach on the domain of project management. When that happens, where does my value as a PM lie?"

"The pace of penetration of Generative AI tools is faster than that of PCs or the Internet, reaching over 50% of the world's population in three years, while 88% of companies have an adoption rate."

"AI experts and the public’s opinion on the technology are increasingly diverging, according to Stanford University’s annual report on the AI industry."

"The biggest barrier when introducing AI into an organization is not technology. It is facing 'the fear of one's work changing'."

"Stanford University researchers today released their highly anticipated 2026 AI Index Report, revealing a global landscape where artificial intelligence technology is being adopted at record-breaking pace..."

"People are adopting AI faster than they picked up the personal computer or the internet. AI companies are generating revenue faster than companies in any previous technology boom..."

"The new capabilities allow enterprises to activate AI safely, discover and govern AI agents and build and control agentic workflows from within Commvault Cloud."

"50% of employed US adults say they use AI at work a few times per year or more; leaders are more likely to see AI's impact as positive"

"54%がAIツールをバイパスして手作業に戻り、33%はそもそもAIを一度も使っていない。合わせて約8割が、企業が巨額を投じて導入したAI技術を避けているか、積極的に拒否しています。"

"「AIの能力を過小評価していた部分があった。ツールとして正面から向き合った方がいい」"

"Shadow AI isn't a compliance problem. It's a cultural exodus."

"Gen Z workers are so fearful AI will take their job they’re intentionally sabotaging their company’s AI rollout"

"Ramp data: 30.6% of US businesses paid for Anthropic's tools in March, up from 24.4% in February; OpenAI's US business adoption remained nearly flat MoM at ~35%"

"A pilot event in Glen Rose, Texas, in February 2026 produced 24 adoptions in a single day, four times the previous record."

"77% of employees abandoned enterprise AI tools last month, and CHROs own the trust, skills, and org chart fix."

"I personally have not felt the need for it within my current duties, so I intend to use it when the necessary situation arises."

"Gen Z is increasingly disillusioned with AI - just not enough to stop using it."

"It's not about whether you have AI tools, but whether you have talent within your company who can truly master AI."

"In expanding AI adoption, it is necessary to go beyond the traditional framework of simply making business operations more efficient and reducing costs, and instead embrace new perspectives to master AI."

"A survey of 2,400 global employees and C-suite leaders released this week by the agentic AI platform Writer Inc. found that 79% of executives acknowledge struggling with AI-related issues such as lagging ROI"

"A new global survey of 3,750 executives and employees across 14 countries, conducted by SAP subsidiary WalkMe for its fifth annual State of Digital Adoption report, finds that more 54% of workers bypassed their company’s AI tools in the past 30 days and completed the work manually instead."

"The data paint a picture of a generation that is neither wholly rejecting AI nor fully embracing it — including those who use it every day. This signals a growing credibility challenge that access alone will not solve."

"“What will happen to my job if we introduce AI?” Many people are likely wondering how to deal with this anxiety. This article explains the sequence of steps to minimize on-site backlash..."